Depth from diffracted rotation.

The accuracy of depth estimation based on defocus effects has been essentially limited by the depth of field of the imaging system. We show that depth estimation can be improved significantly relative to classical methods by exploiting three-dimensional diffraction effects. We formulate the problem by using information theory analysis and present, to the best of our knowledge, a new paradigm for depth estimation based on spatially rotating point-spread functions (PSFs). Such PSFs are fundamentally more sensitive to defocus thanks to their first-order axial variation. Our system acquires a frame by using a rotating PSF and jointly processes it with an image acquired by using a standard PSF to recover depth information. Analytical, numerical, and experimental evidence suggest that the approach is suitable for applications such as microscopy and machine vision.

[1]  Yoav Y. Schechner,et al.  Depth from rotating point spread functions , 2004, SPIE Optics + Photonics.

[2]  Peter Lawrence,et al.  An Investigation of Methods for Determining Depth from Focus , 1993, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Shree K. Nayar,et al.  Rational Filters for Passive Depth from Defocus , 1998, International Journal of Computer Vision.

[4]  W T Cathey,et al.  Single-lens single-image incoherent passive-ranging systems. , 1994, Applied optics.

[5]  Murali Subbarao,et al.  Analysis of defocused image data for 3D shape recovery using a regularization technique , 1997, Other Conferences.

[6]  B. Krauskopf,et al.  Proc of SPIE , 2003 .

[7]  Y. Schechner,et al.  Propagation-invariant wave fields with finite energy. , 2000, Journal of the Optical Society of America. A, Optics, image science, and vision.

[8]  Deepu Rajan,et al.  Simultaneous Estimation of Super-Resolved Scene and Depth Map from Low Resolution Defocused Observations , 2003, IEEE Trans. Pattern Anal. Mach. Intell..

[9]  Yoav Y. Schechner,et al.  Depth from Defocus vs. Stereo: How Different Really Are They? , 2004, International Journal of Computer Vision.

[10]  Shamir,et al.  Wave propagation with rotating intensity distributions. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[11]  Alex Pentland,et al.  A New Sense for Depth of Field , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[12]  Joseph Shamir,et al.  Generalized propagation-invariant wave fields , 1998 .

[13]  J. Goodman Introduction to Fourier optics , 1969 .

[14]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[15]  Duncan A. Robertson,et al.  Measurement of the Rotational Frequency Shift Imparted to a Rotating Light Beam Possessing Orbital Angular Momentum , 1998 .

[16]  A N Rajagopalan,et al.  Quantitative analysis of error bounds in the recovery of depth from defocused images. , 2000, Journal of the Optical Society of America. A, Optics, image science, and vision.

[17]  Victor A. Soifer,et al.  Rotating optical fields: experimental demonstration with diffractive optics , 1998 .

[18]  Stefano Soatto,et al.  A geometric approach to shape from defocus , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.